In addition to the regular duo, the EP contains other instrumental contributions from members of their touring band, including drummer Joey Waronker, guitarist Gus Seyffert, and background vocalists Willow Geer, Megan Geer Alsop, Alex Lilly, and the aforementioned Sia Furler.